{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b95bf150",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "# 导入清洗过后的数据\n",
    "data_path = \"Q1.csv\"\n",
    "data = pd.read_csv(data_path)\n",
    "\n",
    "\n",
    "\n",
    "# 选取进行热力图分析的列标签\n",
    "columns_of_interest = [\n",
    "    \"是否吃油炸面食\",\"食用油炸面食的频率\",\n",
    "    \"是否吃猪肉\",\"食用猪肉的频率\",\n",
    "    \"是否吃牛羊肉\",\"食用牛羊肉的频率\",\n",
    "    \"是否吃禽肉\",\"食用禽肉的频率\",\n",
    "    \"是否吃内脏类\",\"食用内脏的频率\",\n",
    "    \"是否吃水产类\",\"食用水产的频率\",\n",
    "    \"是否吃鲜奶\",\"食用鲜奶的频率\",\n",
    "    \"植物油\",\"动物油\",\n",
    "    \"是否吃咸菜\",\"食用咸菜的频率\", \"胆固醇\",\"血糖\", \"高密度脂蛋白\", \"低密度脂蛋白\", \"甘油三酯\", \"尿酸\"]\n",
    "\n",
    "data_filtered = data[columns_of_interest]\n",
    "\n",
    "\n",
    "\n",
    "corr_matrix = data_filtered.corr()\n",
    "\n",
    "\n",
    "# 绘制热力图\n",
    "plt.figure(figsize=(14,10))\n",
    "sns.heatmap(corr_matrix, annot=True,fmt=\".2f\",cmap='viridis',\n",
    "           cbar=True,square=True)\n",
    "\n",
    "plt.title(\"变量之间的相关性热图\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "92beb630",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "# 导入清洗过后的数据\n",
    "data_path = \"Q1.csv\"\n",
    "data = pd.read_csv(data_path)\n",
    "# 选取相关列\n",
    "food_columns =['是否吃大米', '食用大米的频率',  '是否吃小麦面粉', '食用小麦面粉的频率',\n",
    "               '是否吃杂粮', '食用杂粮的频率',  '是否吃薯类', '食用薯类的频率',       \n",
    "               '是否吃油炸面食', '食用油炸面食的频率', '是否吃猪肉', '食用猪肉的频率',\n",
    "               '是否吃牛羊肉', '食用牛羊肉的频率','是否吃禽肉', '食用禽肉的频率', \n",
    "               '是否吃鲜奶', '食用鲜奶的频率', '是否吃奶粉', '食用奶粉的频率',\n",
    "               '是否吃酸奶', '食用酸奶的频率',  '是否吃蛋类', '食用蛋类的频率'\n",
    "              ]\n",
    "# 获取相关数据\n",
    "food_data = data[food_columns]\n",
    "\n",
    "# 生成食物名称和颜色的字典\n",
    "food_colors = {\n",
    "    \"大米\":\"#07B9F7\",\n",
    "    \"小麦面粉\":\"#45A1F1\",\n",
    "    \"杂粮\":\"#7087E1\",\n",
    "    \"薯类\":\"#906AC5\",\n",
    "    \"油炸面食\":\"#A54A9E\",\n",
    "    \"猪肉\":\"#AC2571\",\n",
    "    \"牛羊肉\":\"#07B9F7\",\n",
    "    \"禽肉\":\"#45A1F1\",\n",
    "    \"鲜奶\":\"#7087E1\",\n",
    "    \"奶粉\":\"#906AC5\",\n",
    "    \"酸奶\":\"#A54A9E\",\n",
    "    \"蛋类\":\"#AC2571\" \n",
    "}\n",
    "# 初始化图像\n",
    "plt.figure(figsize=(20,10))\n",
    "\n",
    "# 为每种食物生成一个条形图\n",
    "for i ,(food,color) in enumerate(food_colors.items()):\n",
    "#     计算食物的平均食用频率\n",
    "    food_frequency = food_data[f\"食用{food}的频率\"].mean()\n",
    "#     生成条形图，设置柱子的宽度是0.5\n",
    "    plt.bar(i , food_frequency, color = color,width = 0.5)\n",
    "#     在柱子上添加数值标签\n",
    "    plt.text( i, food_frequency + 0.01 , round ( food_frequency , 2 ) , ha = 'center' , va = 'bottom' , fontsize = 10 , color ='black')\n",
    "#     设置图像的标题和坐标轴标签\n",
    "plt.title(\"食物的平均食用频率\" , fontsize  = 16, color  = 'blue' )\n",
    "plt.xlabel(\"食物\" , fontsize=12 , color = 'blue' )\n",
    "plt.ylabel(\"平均食用频率\" , fontsize=12,color = 'blue')\n",
    "# 设置x轴的刻度和标签\n",
    "plt.xticks(range( len( food_colors ) ),food_colors.keys() , rotation = 45)\n",
    "\n",
    "plt.grid( True , linestyle = '--' , color = 'gray' , alpha = 0.5)\n",
    "\n",
    "# 显示图像\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "bedc823f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "      是否吃大米  是否吃小麦面粉  是否吃杂粮  是否吃薯类  是否吃油炸面食  是否吃猪肉  是否吃牛羊肉  是否吃禽肉  是否吃内脏类  \\\n",
      "0         1        1      1      1        0      1       1      1       0   \n",
      "1         1        1      1      1        0      1       0      1       0   \n",
      "2         1        0      0      0        0      1       1      1       0   \n",
      "3         1        1      1      1        0      1       1      1       1   \n",
      "4         1        1      0      0        0      1       1      1       0   \n",
      "...     ...      ...    ...    ...      ...    ...     ...    ...     ...   \n",
      "7704      1        0      1      1        0      1       1      1       1   \n",
      "7705      1        1      1      1        1      1       1      1       1   \n",
      "7706      1        1      1      1        1      1       1      1       1   \n",
      "7707      1        1      1      1        0      1       0      1       1   \n",
      "7708      1        0      1      1        0      1       1      1       1   \n",
      "\n",
      "      是否吃水产类  是否吃鲜奶  是否吃奶粉  是否吃酸奶  是否吃蛋类  \n",
      "0          0      1      0      1      1  \n",
      "1          1      1      0      1      1  \n",
      "2          1      1      0      0      1  \n",
      "3          1      1      0      1      1  \n",
      "4          1      0      0      0      1  \n",
      "...      ...    ...    ...    ...    ...  \n",
      "7704       1      0      0      1      1  \n",
      "7705       1      1      1      1      1  \n",
      "7706       1      0      0      1      1  \n",
      "7707       1      1      0      0      1  \n",
      "7708       1      0      0      1      1  \n",
      "\n",
      "[7709 rows x 14 columns]\n",
      "[0.89541505 0.63182682 0.7915753  0.6418287  0.66138936 0.96627352\n",
      " 0.58719505 1.         0.69230879 0.95499063 0.46506429 0.98303789\n",
      " 0.09090909 0.62927253]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.stats import spearmanr\n",
    "\n",
    "data_path = \"Q1.csv\"\n",
    "data = pd.read_csv(data_path)\n",
    "\n",
    "# 选取食物列\n",
    "food_columns =['是否吃大米', '是否吃小麦面粉',\n",
    "               '是否吃杂粮',  '是否吃薯类',      \n",
    "               '是否吃油炸面食', '是否吃猪肉',\n",
    "               '是否吃牛羊肉', '是否吃禽肉',  \n",
    " '是否吃内脏类', '是否吃水产类', \n",
    "               '是否吃鲜奶',  '是否吃奶粉',\n",
    "               '是否吃酸奶',   '是否吃蛋类'\n",
    "              ]\n",
    "# 血糖值\n",
    "y = data[\"血糖\"]\n",
    "print(data[food_columns])\n",
    "# 计算斯皮尔曼相关系数\n",
    "data_filled = data.fillna(data.mean())\n",
    "correlation = [spearmanr(data_filled[food_column], data_filled[\"血糖\"])[0] for food_column in food_columns]\n",
    "\n",
    "\n",
    "# 归一化特征的相关性，以便于可视化\n",
    "correlation_scaled = (correlation - np.min(correlation)) / (np.max(correlation) - np.min(correlation))\n",
    "print(correlation_scaled)\n",
    "\n",
    "# 颜色列表\n",
    "colors = [\"#D707F7\",\"#FF4577\",\"#FF914D\",\"#FFCA46\",\"#F9F871\"] * 3\n",
    "\n",
    "# 创建条形图\n",
    "fig, ax = plt.subplots(figsize=(10,6))\n",
    "# 为每个条形设定颜色\n",
    "bars = ax.barh(range(len(correlation_scaled)),correlation_scaled, color = colors)\n",
    "\n",
    "# 设置y轴标签\n",
    "ax.set_yticks(range(len(food_columns)))\n",
    "ax.set_yticklabels(food_columns)\n",
    "plt.title(\"食物与血糖的斯皮尔曼相关性\")\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
